CVPR
2003
IEEE
16 years 5 months ago
2003
IEEE
103
Voted
CVPR
2003
IEEE
16 years 5 months ago
2003
IEEE
In this paper, we develop a general classification framework called Kullback-Leibler Boosting, or KLBoosting. KLBoosting has following properties. First, classification is based o...
123
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CVPR
2003
IEEE
16 years 5 months ago
2003
IEEE
Although linear representations are frequently used in image analysis, their performances are seldom optimal in specific applications. This paper proposes a stochastic gradient al...
106
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CVPR
2003
IEEE
16 years 5 months ago
2003
IEEE
Inhomogeneous Gibbs model (IGM) [4] is an effective maximum entropy model in characterizing complex highdimensional distributions. However, its training process is so slow that th...
151
click to vote
CVPR
2003
IEEE
16 years 5 months ago
2003
IEEE
In addition to its technical merits as a challenging non-rigid motion and structural integrity analysis problem, quantitative estimation of cardiac regional functions and material...